Acute Pancreatitis Causing Death in a Child on the Ketogenic Diet
Why this work is in the frame
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Bibliographic record
Abstract
The ketogenic diet has demonstrated good efficacy in children with pharmacologically resistant seizures. Relatively few serious complications have been reported in the more than 70 years in which the diet has been used. We report a child who developed acute pancreatitis and died. A 9-year-old girl had a seizure disorder with associated developmental delay owing to glucose transport protein deficiency. The ketogenic diet with medium chain triglyceride oil had been initiated shortly after diagnosis in infancy. She was not on anticonvulsants. She presented in coma with decreased respiratory effort and shock, requiring resuscitation. Investigations were consistent with pancreatitis. Despite fluid resuscitation and inotropic support, she had prolonged hypotension and acidosis. She subsequently had a cardiac arrest and died. A postmortem examination confirmed hemorrhagic pancreatitis. Hypertriglyceridemia is a risk factor for developing acute pancreatitis. The high fat content of the ketogenic diet often causes hyperlipidemia. The outcome for this patient raises concern regarding a potential consequence of the ketogenic diet.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it